Self-efficacy predicting K-12 students' self-directed learning with mobile technology: Analyzing the mediating role of student engagement
Self-directed learning with mobile technology (SDLMT) is critical to students' learning success. However, only minimal research has been conducted on the manner by which significant aspects (e.g., self-efficacy, student engagement) are related to SDLMT. This study analyzed the answers of 485 Ch...
Saved in:
Published in | Educational Technology & Society Vol. 27; no. 3; pp. 236 - 252 |
---|---|
Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
International Forum of Educational Technology & Society
01.07.2024
International Forum of Educational Technology & Society, National Taiwan Normal University, Taiwan International Forum of Educational Technology & Society |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Summary: | Self-directed learning with mobile technology (SDLMT) is critical to students' learning success. However, only minimal research has been conducted on the manner by which significant aspects (e.g., self-efficacy, student engagement) are related to SDLMT. This study analyzed the answers of 485 Chinese students (seventh to ninth grades) who were surveyed, and evaluated the relationships among self-efficacy (Internet self-efficacy and online communication self-efficacy), student engagement (behavioral, cognitive, emotional, and social engagement), and SDLMT. Structural equation model revealed that SDLMT was positively predicted by self-efficacy, and SDLMT was positively impacted by student engagement. Moreover, the mediation analysis was performed using the PROCESS plugin in SPSS and determined that after controlling for gender and grade, the relationship between self-efficacy and SDLMT was partially mediated by student engagement. Findings established the value of self-efficacy for SDLMT, and further emphasized the vital mediating role of student engagement. Hence, developing K-12 students' SDLMT entails enhancing self-efficacy and student engagement. |
---|---|
ISSN: | 1176-3647 1436-4522 1436-4522 |
DOI: | 10.30191/ETS.202407_27(3).SP03 |